{"id":"W4404423277","doi":"10.1080/19490976.2024.2428848","title":"Prebiotics in food and dietary supplements: a roadmap to EU health claims","year":2024,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"International Life Sciences Institute","keywords":"Biology; Health claims on food labels; Biotechnology; Food science; Health benefits; Dietary supplement; Environmental health; Traditional medicine; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003097142,0.0002340642,0.0003392324,0.0004614618,0.00007720505,0.000103364,0.0002496615,0.0001948472,0.00006931568],"category_scores_gemma":[0.00005806922,0.0002307739,0.00005306057,0.0005427869,0.00009756193,0.0001009429,0.0002766499,0.0003872623,0.0001236586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629994,"about_ca_system_score_gemma":0.00004305156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001919622,"about_ca_topic_score_gemma":0.001238606,"domain_scores_codex":[0.9981786,0.0001008547,0.0004430317,0.0005736526,0.00009273808,0.0006111257],"domain_scores_gemma":[0.9994085,0.00005685728,0.00004184979,0.0003620872,0.00002046079,0.0001102047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001148263,0.0001614533,0.0007666487,0.0006548656,0.00007578392,0.00001928989,0.004160786,0.000008883034,0.806813,0.001632069,0.08244622,0.1031462],"study_design_scores_gemma":[0.000620891,0.001326762,0.001442459,0.0006504671,0.00002892897,0.00009966814,0.0004180642,0.00005243936,0.1799494,0.001772204,0.8131917,0.0004471201],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249367,0.02400473,0.0001398144,0.04685707,0.002309118,0.0009468348,0.0003590987,0.0003538947,0.00009271988],"genre_scores_gemma":[0.9848141,0.0002697725,0.01048786,0.00406678,0.0001583714,0.00001233677,0.00004543261,0.0000531076,0.0000922368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7307454,"threshold_uncertainty_score":0.9410688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655651541096009,"score_gpt":0.3003616082638011,"score_spread":0.283805092852841,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}